MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
201
gbrigandi
mcp-server-wazuh Claim
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-…
A 85 54 92 71 N/A 71 92 95
202
dacebt
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
A 85 55 90 100 49 81 93
203
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 55 82 100 61 81 96
204
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
205
Mubashwer
Git Mob MCP Server Claim 2
Enables management of co-authors for pair and mob programming sessions by autom…
A 85 55 84 82 N/A 69 95 92
206
BalajiSriraman
Clerk MCP Server Claim
Enables AI assistants to query and manage Clerk organizations, users, members, …
A 85 66 100 80 94 48 82 94
207
planexeorg
PlanExe Claim
Create a plan from a description in minutes. The generated plan contains: Gant…
A 85 66 90 74 100 58 81 99
208
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
209
christerso
celestial-node Claim 1
Real-time space data — ISS tracking, rocket launches, space news, Mars weather,…
A 85 55 90 100 N/A 49 83 93
210
IDEA-Research
DINO-X-MCP Claim 1
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with rea…
A 85 66 96 100 81 51 81 92
211
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 66 100 86 92 45 76 100
212
wei
Enables AI assistants to access HackerNews content through structured search, f…
A 85 55 90 100 51 81 94
213
cyanheads
Search ClinicalTrials.gov — find studies, retrieve results, match patients to e…
A 85 66 100 80 93 69 69 91
214
andyWang1688
sql-query-mcp Claim
A general-purpose MCP server that lets AI work with multiple databases within c…
A 85 44 72 N/A N/A 76 95 98
215
niledatabase
nile-mcp-server Claim 1
Manage and query Postgres databases, tenants, users, auth using LLMs
A 85 54 94 73 N/A 65 89 98
216
IBM
MCP Math Server Claim 1
A Mathematical Computation Protocol server providing 286 mathematical functions…
B 84 66 84 86 91 71 83 85
217
leap-laboratories
Disco Claim 1
Find novel, statistically validated patterns in tabular data — hypothesis-free.
B 84 66 96 86 88 45 81 98
218
jackedelic
exa-search Claim 1
exa-search
B 84 66 94 80 95 47 80 95
219
SebastianMaciel
jsx-notation Claim
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
B 84 55 78 100 N/A 64 89 81
220
nikkoxgonzales
crash-mcp Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 55 96 82 N/A 76 83 78
221
airblackbox
air-blackbox-mcp Claim 1
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
B 84 55 76 82 N/A 65 95 98
222
XCP
mcp-server Claim 1
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
B 84 55 88 100 N/A 78 78 73
223
elusznik
An MCP server that executes Python code in isolated rootless containers with op…
B 84 55 96 100 N/A 56 95 58
224
2511319
Context7 MCP Claim 1
Provides LLMs with up-to-date, version-specific documentation and code examples…
B 84 66 78 100 93 49 82 91
225
RapierCraft
Perplexity-Comet-MCP Claim 1
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
B 84 54 94 58 N/A 80 90 99
226
Ansvar-Systems
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
B 84 54 71 89 N/A 61 95 100
227
meltingpixelsai
zero-core-intel Claim
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.
B 84 66 78 88 91 53 89 99
228
Flux159
Typescript implementation of Kubernetes cluster operations for pods, deployment…
B 84 55 96 62 82 86 91
229
fantasy090633
mcp-server-mysql Claim
B 84 54 94 73 N/A 53 95 97
230
Ansvar-Systems
uae-law-mcp Claim
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
B 84 54 75 93 N/A 57 95 92
231
kapillamba4
meta-prompt-mcp Claim
MCP server providing on-demand access to official prompting guides for building…
B 84 55 70 87 N/A 68 95 100
232
docat0209
mcp-openapi Claim
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
B 84 54 96 62 N/A 72 94 94
233
iamsrikanthnani
MCP Boilerplate Claim
A server that implements the Model Context Protocol, providing a standardized w…
B 84 54 100 68 48 92 100
234
democratize-technology
Vikunja MCP Server Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
B 84 54 94 66 78 90 89
235
cslou
Abstract MCP Claim
A smart proxy server that prevents context window bloat by caching large tool r…
B 84 55 90 100 44 81 92
236
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
237
MakingChatbots
Enables interaction with Genesys Cloud's Platform API to search queues, analyze…
B 84 55 90 73 77 82 99
238
Turbo-Puffin
Privacy-first web analytics with native MCP server. Query pageviews, referrers,…
B 84 66 100 62 95 64 81 93
239
pyth-network
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
B 84 66 92 80 93 59 81 90
240
kdpa-llc
local-skills-mcp Claim
Universal MCP server enabling any LLM or AI agent to utilize expert skills from…
B 84 54 84 62 N/A 84 95 96
241
Ansvar-Systems
cambodian-law-mcp Claim 1
Cambodia legislation via MCP -- full-text search across statutes and provisions
B 84 64 92 73 94 46 95 93
242
nullpath-labs
mcp-client Claim 1
AI agent marketplace with x402 micropayments. Discover, execute, and pay agents…
B 84 55 96 71 75 82 94
243
Pearl-com
Pearl Claim 1
Pearl
B 84 66 96 80 96 43 81 95
244
rog0x
webhook Claim
Send, validate, debug webhooks for AI agents
B 84 44 94 N/A N/A 40 95 95
245
cyanheads
MCP server for Obsidian vaults — read, write, search, and edit notes via the Lo…
B 84 54 88 77 N/A 69 92 92
246
SatoshiAPI
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
B 84 44 72 N/A N/A 71 95 99
247
j0hanz
Memory MCP Server Claim
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
B 84 55 84 100 N/A 53 95 76
248
samihalawa
VUDA - Visual UI Debug Agent Autonomous MCP Server for AI-Powered Visual UI Te…
B 84 55 100 100 N/A 68 95 42
249
taskcrew
CUA MCP Server Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
B 84 66 96 74 95 46 81 98
250
bottobot
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Feature…
B 84 54 100 57 N/A 67 92 98 HT
Showing 201–250 of 40420 servers
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